i. Patients with a diagnosis of COPD, emphysema, or chronic bronchitis ii. Age ≥ 40 years-old iii. Smoking history ≥ 10 pack-years iv. Presentation to the emergency room with increased dyspnea, increased sputum, or increased cough v. Admission to the hospital